Resume Guides & ATS Insights
Data-backed guides built from analyzing real job listings. Find the exact skills, keywords, and formats that get past ATS and into interviews.
Accountant / CPA
We analyzed 412 accounting job listings in 2026 amid a structural CPA shortage. See the exact GAAP, ERP, automation, and SOX keywords that get accountants hired at Big Four and Fortune 500.
AI / ML Engineer
We analyzed 387 AI/ML engineer job listings in 2026. See the exact PyTorch, LLM fine-tuning, RAG, and MLOps keywords that pass AI-powered resume screens at OpenAI, Anthropic, and FAANG.
Business Analyst
We analyzed 372 business analyst job listings in 2026. See the exact SQL, Tableau, JIRA, and Agile keywords that pass ATS screens at Fortune 500, SaaS, and consulting firms.
Cloud Solutions Architect
We analyzed 234 cloud solutions architect job listings in 2026. See the exact AWS, Azure, GCP, Terraform, and Kubernetes keywords that pass ATS screens at Fortune 500 and high-growth startups.
Customer Service Representative
Don't guess. We analyzed 389 Customer Service listings to extract the exact CRM skills, problem-solving abilities, and metrics 2026 managers filter for. See the data.
Cybersecurity Analyst
We analyzed 401 cybersecurity analyst job listings in 2026. See the exact Splunk, Sentinel, MITRE ATT&CK, and CISSP keywords that pass ATS screens at Fortune 500, defense contractors, and high-growth startups.
Data Engineer
We analyzed 348 data engineer job listings in 2026. See the exact SQL, Python, Spark, Snowflake, and dbt keywords that pass ATS screens at FAANG, Databricks, and Snowflake.
Data Scientist
We analyzed 289 data scientist job listings in 2026. See the exact Python, SQL, A/B testing, and causal inference keywords that pass ATS screens at FAANG, Netflix, and high-growth startups.
DevOps Engineer
We analyzed 212 DevOps engineer job listings in 2026. See the exact Kubernetes, Terraform, GitHub Actions, and AWS keywords that pass ATS screens at high-growth startups and Fortune 500.
Digital Marketing Manager
We analyzed 301 digital marketing manager job listings in 2026. See the exact Google Ads, Meta Ads, GA4, HubSpot, and SEO/SEM keywords that pass ATS screens at high-growth startups and Fortune 500.
Entry-Level / College Graduate
Your first resume doesn't need experience — it needs strategy. We analyzed 300+ entry-level job listings to find what new grads should actually put on their resume.
Executive Assistant
We analyzed 372 executive assistant job listings in 2026. See the exact calendar management, travel coordination, C-suite communication, and confidentiality keywords that pass ATS screens at Fortune 500 and high-growth startups.
Financial Analyst
We analyzed 401 financial analyst job listings in 2026. See the exact DCF modeling, Excel, SQL, Python, and CFA keywords that pass ATS screens at investment banks, Fortune 500, and high-growth startups.
Full Stack Developer
We analyzed 345 full stack developer job listings in 2026. See the exact React, Next.js, Node.js, TypeScript, PostgreSQL, and AWS keywords that pass ATS screens at tech startups and Fortune 500.
Graphic Designer
We analyzed 264 graphic designer job listings in 2026. See the exact Adobe Creative Suite, Figma, brand identity, and AI-assisted design keywords that pass ATS screens at agencies and tech companies.
HR Manager
Don't guess. We analyzed 356 HR Manager listings to find the exact mix of People Analytics, HRIS tech (Workday), and Strategic partnering skills needed for $130k+ roles.
Medical Assistant (Clinical & Administrative)
Don't guess. We analyzed 342 Medical Assistant listings to extract the exact clinical skills, EMR fluency, and CCMA credentials 2026 managers filter for. See the data.
Product Manager
We analyzed 280 PM job listings. See the metrics, frameworks, and outcome language that top PM resumes use to stand out in 2026.
Project Manager (PMP)
Don't guess. We analyzed 342 PM listings to decode the PMP ROI, Hybrid Agile/Waterfall requirements, and AI Tooling skills hiring managers demand in 2026.
React Developer
Don't guess. We analyzed 142 React Developer job listings to find the exact skills, tools, and certifications hiring managers crave in 2026. See the data.
Registered Nurse (RN)
Don't guess. We analyzed 397 Healthcare listings to find the exact EMR skills (Epic/Cerner), ICU keywords, and license formatting hospitals enforce in 2026.
Sales Manager / AE
Don't guess. We analyzed 289 Sales listings to find the Quota Attainment metrics, RevOps tools, and AI Selling skills (Gong/Lavender) that define top 1% earners.
Software Engineer (FAANG)
We analyzed 412 FAANG/Big Tech software engineer resumes. See the exact System Design terms, scale metrics, and LeetCode patterns that pass the 6-second screen.
Teacher / K-12 Educator
Don't guess. We analyzed 411 Teacher and Educator listings to extract the exact certifications, specializations, and skills 2026 districts are filtering for. See the data.
UX/UI Designer
We analyzed 165 UX/UI designer job listings. See the design tools, portfolio expectations, and case study formats that get designers hired in 2026.